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EnsInfer: a simple ensemble approach to network inference outperforms any single method

This study evaluates both a variety of existing base causal inference methods and a variety of ensemble methods. We show that: (i) base network inference methods vary in their performance across different datasets, so a method that works poorly on one dataset may work well on another; (ii) a non-hom...

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Detalles Bibliográficos
Autores principales: Shen, Bingran, Coruzzi, Gloria, Shasha, Dennis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10037858/
https://www.ncbi.nlm.nih.gov/pubmed/36964499
http://dx.doi.org/10.1186/s12859-023-05231-1